Mixed positive and negative feedback loops drive diverse single-cell gene expression dynamics
Torkel E. LomaniD, Christian Schwall, Teresa Saez, Yujia LiuiD, James C W LockeiD
Abstract
Genetic circuits with only a few components can generate complex gene regulatory dynamics. Here, we combine stochastic modelling and single-cell time-lapse microscopy to reveal the possible dynamics generated by a key gene circuit motif: the mixed positive/negative feedback loop. Our minimal stochastic model of this motif reveals ten distinct classes of dynamic output, including stochastic pulsing, oscillations, and bistability. We systematically map how the circuits core parameters can be tuned to generate each of the behaviours. Experimental validation in two different mixed feedback circuits in the bacterium Bacillus subtilis, {sigma}B and {sigma}V, confirms our models predictive power. Guided by our simulations, we are able to transition between dynamic behaviours by modulating in vivo parameters. Together, these results demonstrate how mixed feedback loops generate diverse single-cell dynamics, improving our understanding of this common biological network motif and informing our efforts to engineer them for synthetic biology applications.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 0.00
- Field percentile
- 0th percentile
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Stochasticity and negative feedback lead to pulsed dynamics and distinct gene activity patterns
Samuel Zambrano, Marco E. Bianchi, … Nacho Molina·Physical Review EPeer-reviewed·Aug 14, 2015
- Exploiting noise, nonlinearity, and feedback to differentially control multiple synthetic cells with a single optogenetic input
Michael P. May, Brian E. Munsky·ACS Synthetic BiologyPeer-reviewed·Nov 18, 2021
- Dynamic effects of extrinsic noise in a simple oscillatory gene network with delayed negative-feedback regulation: an electronic modeling approach
Moisés Santillán·bioRxiv·May 22, 2015
- Noise induced bimodality in genetic circuits with monostable positive feedback
Pavol Bokes, Abhyudai Singh·European Control Conference (ECC)Peer-reviewed·Jun 1, 2019
- Weak Coupling Between Intracellular Feedback Loops Explains Dissociation of Clock Gene Dynamics
Christoph Schmal, Daisuke Ono, … Isao T. Tokuda·PLoS Computational BiologyPeer-reviewed·Sep 12, 2019
- Bistability in Gene Regulation: Simulating Positive Feedback and Toggle Circuits Using Python and Hill Functions
Y K Yathu Krishna·bioRxiv·Aug 5, 2025